{"id":"W3006799248","doi":"10.1093/rheumatology/keaa032","title":"Successful lung transplant in rapid progressive interstitial lung disease associated with anti-melanoma differentiation associated gene 5","year":2020,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada; University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Lung; Melanoma; Lung disease; Pathology; Lung transplantation; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128393,0.0002831075,0.0005496769,0.0001109481,0.0001083306,0.00007094647,0.0001325181,0.0001636475,0.0001736334],"category_scores_gemma":[0.0001304825,0.0002425496,0.00012653,0.000351462,0.00006742879,0.0002124469,0.00003771094,0.0003549691,0.00001053455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001948631,"about_ca_system_score_gemma":0.0001415606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000243215,"about_ca_topic_score_gemma":0.0000323848,"domain_scores_codex":[0.9980925,0.0001702722,0.0004382576,0.0004047311,0.0004456935,0.0004485722],"domain_scores_gemma":[0.9990572,0.00006312675,0.0002317076,0.0001825102,0.0001265719,0.0003388868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001326229,0.0002817575,0.9886755,0.0002424057,0.0003406103,0.005109903,0.001986661,0.00003565595,0.001224372,0.00003635634,0.0005521916,0.0001883346],"study_design_scores_gemma":[0.006243511,0.0002682277,0.9508706,0.0009842059,0.0004829736,0.00003327403,0.0001113727,0.0391349,0.001461216,0.000006461579,0.00005185395,0.000351446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957591,0.0006075424,0.000392354,0.001645063,0.000138758,0.0008084791,0.0002431043,0.0001946516,0.0002110046],"genre_scores_gemma":[0.9972328,0.00005334755,0.0000282653,0.0009242703,0.0001851454,0.00006407494,0.001438161,0.00004926679,0.0000246697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03909925,"threshold_uncertainty_score":0.9890885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00782359410159913,"score_gpt":0.2250956502444716,"score_spread":0.2172720561428724,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}